ciman96
Ai Engineer
AI Engineer with a Master’s in Applied Mathematics, specializing in Computer Vision and Natural Language Processing (NLP). Experienced in optimizing deep learning models for healthcare and electronics sectors. Achieved 99.56% accuracy in object detection and 70% Precision@10 in semantic search.
Experience: 2 years
Yearly salary: $40,000
Hourly rate: $20
Nationality: 🇹🇼 Taiwan
Residency: 🇹🇼 Taiwan
Experience
AI Engineer
Far Eastern Memorial Hospital 2025 - 2025
Engineered a semantic search engine for brain MRI reports and Taiwan’s Physician Licensing Examination, achieving 70% Precision@10 in physician-validated tests and releasing an open-source proof-of-concept on GitHub (github.com/ipmman/med-semantic-search).
AI Software Engineer
Compal Electronics, Inc. 2023 - 2024
Diagnosed and fixed performance issues in production image-classification models, reducing the error rate to below 1%. Deployed a Data Matrix detection model in C# via TorchScript, achieving 99.56% accuracy and 0.21s inference time. Fine-tuned the solder paste detection model, achieving 98.57% accuracy.
Skills
machine-learning
python
pytorch
tensorflow
ai
english
chinese-mandarin